I met the same situation under windows, and searched for the solution.
Seeing this post Install mysql-python (Windows).
It points out installing such a pip environment is difficult, needs many other dependencies.
But I finally know that if we use
mysqlclient with a version down to
1.3.4, it don't need that requirements any more, so try:
pip install mysqlclient==1.3.4